Business Context
Rupifi's credit product was embedded in online wholesale marketplaces such as Flipkart Wholesale, enabling retailers to purchase inventory on credit. Although it was less risky as a credit product it had created a hard ceiling on growth.
The structural insight from market research:
Retailers buy from multiple distributors and platforms to access more products, better brands, and better pricing - but credit followed none of those channels. Demand for flexible, portable credit was validated. The gap was how to deliver it safely.
The NBFC challenge:
Convincing financial partners to fund an open-ended credit line - where the purchase destination is unknown - required a commercially defensible user base.
The solution: Infini was reserved exclusively for Rupifi's best-performing retailers, those with a proven repayment track record on the platform. This selectivity was the argument that unlocked NBFC partnership.
The Strategic Bet
Bet 1: Open-ended credit line via UPI rails
POSSIBILITIES
OBSERVATION
Transaction-linked credit (existing model)
Category-specific credit line
Open-ended line via UPI (QR, phone, UPI ID, bank transfer)
Bet 2: Invite-only premium positioning
Eligible retailers see an exclusive banner on the Rupifi app
A dedicated banner and exclusive welcome screen reinforced selection - framing access as earned, not generic
Non-eligible retailers see nothing - preserves exclusivity
Drove engagement, reduced early churn, and protected credit risk simultaneously
Bet 3: Alpha → Validate → Scale
Alpha Release:
QR payment only, built on existing Rupifi app → Retailers would use credit outside partner marketplaces
V1 Release:
Multi-modal payments + transaction management + repayments → Core hypothesis validated; experience expanded
Staggered Rollout:
Best-performing retailers first → Controlled credit risk while building repayment data
Organisational Buy-in
No separate research phase was needed. The market research programme — 648 interviews, 104 field visits across tier 2 and tier 3 markets, conducted with the entire cross-functional team — had already established the foundation. Infini's product assumptions were built directly from those findings.
The strategic conversation wasn't about whether to build. It was about how to build it with minimum risk and maximum speed.
The alignment strategy: lean, fast, low-risk
Premium Experience Executed
Recognition rather than recall
Open-ended credit line
Seamless UPI like payment process
Intuitive for non-tech-savvy users
An easier way to track and view credit line information
FUX - Guided Walkthrough
Our users needed no hand holding to start using the product. The app experience is both familiar and intuitive for them as users of multiple UPI apps and credit line products.
Making a Payment
Easy UPI like payment experience with instant settlement capabilities to purchase inventory using credit line
Outcomes
FY 2024-25
All metrics from this period
Transacting users
Cumulative credit disbursed
Credit limits activated
Monthly credit volume (month 6)
Credit utilisation increase
Revenue
The leadership read on these numbers:
$67.5M disbursed through a product built by a team of 8 in under a year
76% utilisation lift = users adopted credit as a working tool, not a one-time feature
$7.2M/month by month 6 validated the staggered rollout - controlled expansion worked
Reflection
The premium positioning mechanic worked - but the exclusivity experience could have been more deliberately designed across the full user journey, not just the entry point
Fast-moving projects compress mentorship. I'd create clearer ownership boundaries for both designers earlier - decision lanes, not just execution lanes
The lean/MVP strategy was the right call and I'd apply it earlier and more explicitly in future; the discipline to not over-build before validation is a leadership behaviour, not just a process choice